Training and deploying a chat-moderator using PyTorch and AWS SageMaker
A simple BERT-based model for toxic comment classification, implemented in PyTorch, trained and deployed on SageMaker
Mar 14, 202511 min read15
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Mistral 7B - InDepth Paper Presentation
What makes Mistral 7B so efficient, for such a small model?
Dec 20, 20241 min read58
Bringing Alice to Life in 7 Days
Your own personal AI Librarian powered by Langchain & RAG
Dec 18, 20241 min read62
Chatting with my movie-advisor using a langchain agent, RAG tools, Xata PostreSQL and TMDB
https://youtu.be/_nmiwgwRHxM Github repo This is a demo of my movie-advisor project: I created a chatbot driven by a langchain agent and RAG tools. The agent is handling all conversations between me and the LLM. Based on my queries, it will search ...
Aug 10, 20241 min read38
Create a chatbot Intent Classifier based on fine-tuned GPT3
Intent classification is a pivotal process in natural language processing (NLP) where an AI system identifies the purpose or intention behind a user's input. This task involves analyzing a user's message and categorizing it into predefined intents, s...
Jun 10, 20242 min read53
Bicycle helmet detection using YOLOv8 and OpenCV
Combine and fine-tune YOLO models to detect if cyclists are wearing a helmet or not. Github Project I created and presented this project to complete my 120-hour Deep Learning bootcamp in April 2024. I then spent some more time improving it until I ge...
May 6, 202412 min read283
Training a CNN on Rock-Paper-Scissors images using Keras and OpenCV
My attempt at the Rock-Paper-Scissors classification problem. Project Demo Project Repo This project is available on my github: RockPaperScissorsCNN Datasets I used the following 3 datasets to train the CNN from scratch: DRGFREEMAN - Edited to rem...
Mar 6, 20241 min read58
Chatting with my digital clone in 4 languages, using python, audio2face and Unreal Engine
Don't like interviews, send your digital clone to do it :) GitHub repository This is the output of my AI avatar chat project, using Google speech recognition, OpenAI chat completion and Elevenlabs voice cloning. The lipsync is done using NVIDIA aud...
Jan 26, 20241 min read187
I asked ChatGPT to generate my Spotify playlists
A command-line tool to generate Spotify playlists based on ChatGPT prompts.
Oct 18, 20237 min read67